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| A deep learning model for predicting climate-induced disasters 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者: Haggag M.; Siam A.S.; El-Dakhakhni W.; Coulibaly P.; Hassini E.
  收藏 | 浏览/下载：96/0 | 提交时间：2021/09/01
Artificial neural networks Climate change Machine learning Natural disasters Natural hazards Prediction |
| Landslide detection using visualization techniques for deep convolutional neural network models 期刊论文
Natural Hazards, 2021
作者: Hacıefendioğlu K.; Demir G.; Başağa H.B.
收藏 | 浏览/下载：96/0 | 提交时间：2021/09/01
Convolutional neural networks Deep learning method GradCAM Inception-V3 Landslide Resnet-50 ScoreCAM VGG-19 |
| Suitability assessment of urban land use in Dalian, China using PNN and GIS 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 1
作者: Kang Z.; Wang S.; Xu L.; Yang F.; Zhang S.
收藏 | 浏览/下载：13/0 | 提交时间：2021/09/01
Dalian GIS Land use PNN Suitability |
| A multi-model decision support system (MM-DSS) for avalanche hazard prediction over North-West Himalaya 期刊论文
Natural Hazards, 2021
作者: Kaur P.; Joshi J.C.; Aggarwal P.
收藏 | 浏览/下载：25/0 | 提交时间：2021/09/01
Avalanche forecast Ensemble forecast Snow cover model |
| Energy efficient IoT-based cloud framework for early flood prediction 期刊论文
Natural Hazards, 2021
作者: Kaur M.; Kaur P.D.; Sood S.K.
收藏 | 浏览/下载：23/0 | 提交时间：2021/09/01
ANN ANOVA Flood Holt Winter Internet of Things Tukey post hoc test |
| Forecasting meteotsunamis with neural networks: the case of Ciutadella harbour (Balearic Islands) 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 2
作者: Vich M.-D.-M.; Romero R.
收藏 | 浏览/下载：19/0 | 提交时间：2021/09/01
Forecasting Meteotsunamis Neural networks Rissaga |
| PCA-RF model for Dendrolimus punctatus Walker damage detection 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 1
作者: Xu Z.; Shi W.; Lin L.; Huang X.; Wang Y.; Liu J.; Yu K.
收藏 | 浏览/下载：18/0 | 提交时间：2021/09/01
BP neural networks (BPNN) Dendrolimus punctatus Walker damage Fisher discriminant analysis (FDA) PCA-RF Principal component analysis (PCA) Random forest (RF) |
| Prediction of flooding in the downstream of the Three Gorges Reservoir based on a back propagation neural network optimized using the AdaBoost algorithm 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 2
作者: Xiong B.; Li R.; Ren D.; Liu H.; Xu T.; Huang Y.
收藏 | 浏览/下载：120/0 | 提交时间：2021/09/01
AdaBoost Back propagation neural network Flood Water level |
| Bayesian network reasoning and machine learning with multiple data features: air pollution risk monitoring and early warning 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 3
作者: Xie X.; Zuo J.; Xie B.; Dooling T.A.; Mohanarajah S.
收藏 | 浏览/下载：28/0 | 提交时间：2021/09/01
Air pollution risk AQI prediction Bayesian network Machine learning Statistical analysis |
| Multi-timescale drought prediction using new hybrid artificial neural network models 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 3
作者: Banadkooki F.B.; Singh V.P.; Ehteram M.
收藏 | 浏览/下载：19/0 | 提交时间：2021/09/01
Drought estimation Groundwater index Salp swarm algorithm Soft computing models |
